Optimizing Dataflow Systems for Scalable Interactive Visualization

Summary: VegaPlus fuses visualization with back-end optimization for dashboards. An optimizer reasons about plans on Vega and the DBMS, accounts for UI-driven changes, and can rewrite plans; benchmarks on seven dashboards show gains vs standard optimizers. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6831
Venue: SIGMOD
Year: 2024
Pagerank: 4.3136057e-05
Overall Rank: 9,600 | 33.28%
DOI: 10.1145/3639276

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,457	Mosaic: An Architecture for Linking Databases and Scalable Interactive Visualizations	2025	SIGMOD	4.1905499e-05
10,506	Physical Visualization Design: Decoupling Interface and System Design	2025	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 22 of 22 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
185	DuckDB: an Embeddable Analytical Database	2019	SIGMOD	0.00036529607
407	Database Cracking	2007	CIDR	0.00023941779
590	TelegraphCQ: Continuous Dataflow Processing	2003	SIGMOD	0.00019552343
876	Plan-Structured Deep Neural Network Models for Query Performance Prediction	2019	VLDB	0.00015660534
992	Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System	2017	VLDB	0.00014795333
1,412	VisTrails: Visualization meets Data Management	2006	SIGMOD	0.00012112718
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.0001124095
1,856	AI Meets AI: Leveraging Query Executions to Improve Index Recommendations	2019	SIGMOD	0.00010319105
2,126	IDEBench: A Benchmark for Interactive Data Exploration	2020	SIGMOD	9.4814404e-05
2,286	SMOKE: Fine-grained Lineage at Interactive Speed	2018	VLDB	9.102574e-05
2,318	On Improving User Response Times in Tableau	2015	SIGMOD	9.04679e-05
3,076	Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration	2014	SIGMOD	7.6063803e-05
3,345	Lero: A Learning-to-Rank Query Optimizer	2023	VLDB	7.1908499e-05
3,623	Cost Models for Big Data Query Processing: Learning, Retrofitting, and Our Findings	2020	SIGMOD	6.9017341e-05
4,020	Revisiting Reuse for Approximate Query Processing	2017	VLDB	6.5209063e-05
4,751	Indexing for Interactive Exploration of Big Data Series	2014	SIGMOD	5.9411478e-05
5,361	Kyrix: Interactive Visual Data Exploration at Scale	2019	CIDR	5.5476484e-05
5,815	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3158788e-05
6,507	Expand your Training Limits! Generating Training Data for ML-based Data Management	2021	SIGMOD	5.0273414e-05
6,819	Skimmer: Rapid Scrolling of Relational Query Results	2012	SIGMOD	4.9105991e-05
7,218	Continuous Prefetch for Interactive Data Applications	2020	SIGMOD	4.7935423e-05
9,695	The Data Interaction Game	2018	SIGMOD	4.298211e-05

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Overall Rank	Paper	Year	Venue	Pagerank
9,619	Faster Visual Analytics through Pixel-Perfect Aggregation	2014	VLDB	4.3129474e-05
4,037	Interactive Analysis of Web-Scale Data	2009	CIDR	6.5076279e-05
8,498	Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams	2010	SIGMOD	4.4930973e-05
5,815	Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data	2020	SIGMOD	5.3158788e-05
3,714	Optimizing Analytic Data Flows for Multiple Execution Engines	2012	SIGMOD	6.8176849e-05
5,263	SeeDB: Visualizing Database Queries Efficiently	2014	VLDB	5.5959099e-05
2,738	The Case for Data Visualization Management Systems [Vision Paper]	2014	VLDB	8.2039241e-05
13,377	Data Visualization Management Systems	2015	CIDR	-
5,870	Combining Design and Performance in a Data Visualization Management System	2017	CIDR	5.2914369e-05
11,353	Demonstration of VegaPlus: Optimizing Declarative Visualization Languages	2022	SIGMOD	4.1905499e-05